import pandas as pd

# Font: https://www.kaggle.com/datasets/uom190346a/sleep-health-and-lifestyle-dataset

file = "data/Sleep_health_and_lifestyle_dataset.csv"
df = pd.read_csv(file)

df.head()

	Person ID	Gender	Age	Occupation	Sleep Duration	Quality of Sleep	Physical Activity Level	Stress Level	BMI Category	Blood Pressure	Heart Rate	Daily Steps	Sleep Disorder
0	1	Male	27	Software Engineer	6.1	6	42	6	Overweight	126/83	77	4200	NaN
1	2	Male	28	Doctor	6.2	6	60	8	Normal	125/80	75	10000	NaN
2	3	Male	28	Doctor	6.2	6	60	8	Normal	125/80	75	10000	NaN
3	4	Male	28	Sales Representative	5.9	4	30	8	Obese	140/90	85	3000	Sleep Apnea
4	5	Male	28	Sales Representative	5.9	4	30	8	Obese	140/90	85	3000	Sleep Apnea

import plotly.express as px

# Creem un gràfic de coordenades paral·leles
fig = px.parallel_coordinates(df, color = df["Quality of Sleep"], dimensions=["Quality of Sleep", "Sleep Duration", "Stress Level", "Heart Rate", "Physical Activity Level", "Daily Steps"],
                             color_continuous_scale=px.colors.diverging.Spectral, title="Son saluable i estil de vida",)
fig.show()